关键词: Harris角检测器, 主方向, 图像拼接, 兴趣点

Abstract: This paper proposes a novel algorithm for image mosaic based on interest points. Interest points are firstly extracted by Harris corner detector in two images and each interest point is assigned one dominant orientation. Using orient correlative coefficient matching method to extract the initial matches, then reject the false match according to the relationship among feature points. Transform parameters are determined by the matches, and weighted average method is used to blend images. The experimental result indicated that the proposed algorithm could effectively stitch two images which are different by a rotation and a translation.

Key words: Harris corner detector, Dominant orientation, Image mosaic, Interest point